Huzaifa Ahmad
Praktikum, Jr. ML OpenCV developer, IUNA AI Systems GmbH
Student, Media Technology, Technischen Universität Ilmenau
Heilbronn, Deutschland
Werdegang
Berufserfahrung von Huzaifa Ahmad
(a) Developing project pipelines using state of the art ML algorithms for the tasks like Image classification, Object detection and Anomaly Detection using ResNet series, YoloV7, PatchCore and PaDiM (b) Developing python based small software tools for data preprocessing (c) Data mining and data labeling using multiple tools. Labeling include reference point labeling, error labeling, bounding box labeling and segmentation mask labeling
1 Jahr, Jan. 2019 - Dez. 2019
System Support Engineer
Capital TV
Ausbildung von Huzaifa Ahmad
Bis heute 2 Jahre, seit Juli 2022
Research Project
Technical University of Ilmenau
Brain tumor segmentation using SegNet and GANS, a smart approach to synthesize MRIs and labels similar to BraTS dataset (GAN), combine with the original dataset to decrease standardized data scarcity, hence, increased the Jaccard similarity index in segmentation up to 4%.
5 Monate, Sep. 2021 - Jan. 2022
Image Video Perception
Technical University of Ilmenau
Visual saliency prediction, a project that compared saliency maps for SalGAN, Sam-ResNet, and ML-Net with DeepGaze II using matrices like KL Divergence and AUC, etc. Sam-ResNet outperformed others with a KL divergence score of 6.42.
5 Monate, Sep. 2020 - Jan. 2021
Image processing
Technical University of Ilmenau
Image Denoising, aimed at removing different complex noises from images using simple kernels and filters like Gaussian and bilateral and complex CNN-based algorithms as ResNet and FFDNet
Bis heute 4 Jahre und 3 Monate, seit Apr. 2020
Media Technology
Technische Universität Ilmenau
Bis heute 4 Jahre und 4 Monate, seit März 2020
Media Technology
Technischen Universität Ilmenau
Sprachen
Englisch
Fließend
Deutsch
Grundlagen
Urdu
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Punjabi
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